Data extraction Memes

Posts tagged with Data extraction

The Bell Curve Of Document Parsing Hell
Databases AI Algorithms Programming Python
1 month ago 107.5K views 0 shares
The Bell Curve Of Document Parsing Hell
Oh. My. GOD. The eternal struggle of every data scientist who's ever been handed a Word document and told to "just extract the data" from it! 💀 The bell curve of intelligence is BRUTALLY accurate here. The average schmucks (34% on each side) are blissfully declaring "Word files can't be read by a machine" while the absolute geniuses at both extremes (0.1%!) know the dark arts of table parsing. Meanwhile, every data engineer is in the corner having a nervous breakdown because Karen from marketing just sent over CRITICAL BUSINESS DATA as a beautifully formatted Word table with merged cells. THE HORROR!

The Real Chad: API Consumer vs. Web Scraper
Webdev Networking Security Javascript Programming
1 month ago 142.3K views 0 shares
The Real Chad: API Consumer vs. Web Scraper
The eternal struggle between those who build APIs and those who break them. Up top, we have the "Virgin API Consumer" - shackled by OAuth, rate limits, and the constant fear of a 429 error. Poor soul thinks following documentation is actually making life easier. Meanwhile, the "Chad Third-Party Scraper" lives in digital anarchy. Armed with Selenium, cURL, and an army of captcha-solving minions, this data pirate treats your carefully crafted JavaScript defenses like wet tissue paper. Entire security teams stay awake at night because of this guy's weekend hobby. The irony? Companies spend millions trying to stop scrapers while simultaneously building their own scraping tools. It's the circle of web life.